发明名称 METHOD AND APPARATUS FOR COMPUTING CELL DENSITY BASED RARENESS FOR USE IN ANOMALY DETECTION
摘要 In one embodiment, a method includes receiving network data at an analytics device, grouping features of the network data into multivariate bins, generating a density for each of the multivariate bins, computing a rareness metric for each of the multivariate bins based on a probability of obtaining a feature in a bin and the probability for all other of the multivariate bins with equal or smaller density, and identifying anomalies based on computed rareness metrics. An apparatus and logic are also disclosed herein.
申请公布号 WO2016195989(A1) 申请公布日期 2016.12.08
申请号 WO2016US32769 申请日期 2016.05.16
申请人 CISCO TECHNOLOGY, INC. 发明人 YADAV, Navindra;SCHEIB, Ellen;AGASTHY, Rachita
分类号 H04L12/26 主分类号 H04L12/26
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